Ecosyste.ms: Awesome
An open API service indexing awesome lists of open source software.
https://github.com/fabriziomusacchio/nest_tutorials
This is a collection of tutorials showing how to use the NEST Simulator.
https://github.com/fabriziomusacchio/nest_tutorials
computational-neuroscience nest nestsimulator python snn spiking-neural-networks
Last synced: about 22 hours ago
JSON representation
This is a collection of tutorials showing how to use the NEST Simulator.
- Host: GitHub
- URL: https://github.com/fabriziomusacchio/nest_tutorials
- Owner: FabrizioMusacchio
- Created: 2024-06-17T06:35:06.000Z (5 months ago)
- Default Branch: main
- Last Pushed: 2024-09-10T06:41:10.000Z (2 months ago)
- Last Synced: 2024-11-14T04:12:42.258Z (about 22 hours ago)
- Topics: computational-neuroscience, nest, nestsimulator, python, snn, spiking-neural-networks
- Language: Python
- Homepage: https://www.fabriziomusacchio.com/blog/2024-06-09-nest_SNN_simulator/
- Size: 233 KB
- Stars: 1
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
Awesome Lists containing this project
README
# NEST Simulator tutorials
This is a collection of tutorials showing how to use the [NEST Simulator](https://nest-simulator.readthedocs.io/en/stable/index.html). You can find a detailed description for each tutorial in the following blog posts:
* [NEST simulator – A powerful tool for simulating large-scale spiking neural networks](https://www.fabriziomusacchio.com/blog/2024-06-09-nest_SNN_simulator/)
* [Step-by-step NEST single neuron simulation](https://www.fabriziomusacchio.com/blog/2024-06-16-nest_single_neuron_example/)
* [Connection concepts in NEST](https://www.fabriziomusacchio.com/blog/2024-06-25-nest_connection_concepts/)
* [Izhikevich SNN simulated with NEST](https://www.fabriziomusacchio.com/blog/2024-06-30-nest_izhikevich_snn/)
* [Oscillatory population dynamics of GIF neurons simulated with NEST](https://www.fabriziomusacchio.com/blog/2024-07-14-oscillating_gif_neuron_population/)
* [Brunel network: A comprehensive framework for studying neural network dynamics](https://www.fabriziomusacchio.com/blog/2024-07-21-brunel_network/)
* [Example of a neuron driven by an inhibitory and excitatory neuron population](https://www.fabriziomusacchio.com/blog/2024-07-28-neuron_driven_by_populations/)
* [What are alpha-shaped post-synaptic currents?](https://www.fabriziomusacchio.com/blog/2024-08-04-alpha_shaped_input_currents/)
* [Frequency-current (f-I) curves](https://www.fabriziomusacchio.com/blog/2024-08-11-fi_curves/)
* [Olfactory processing via spike-time based computation](https://www.fabriziomusacchio.com/blog/2024-08-21-olfactory_processing_via_spike_time_bases_computation/)
* [Exponential (EIF) and adaptive exponential Integrate-and-Fire (AdEx) model](https://www.fabriziomusacchio.com/blog/2024-08-25-EIF_and_AdEx_model/)
* [Campbell and Siegert approximation for estimating the firing rate of a neuron](https://www.fabriziomusacchio.com/blog/2024-09-01-campbell_siegert_approximation/)
* [Bienenstock-Cooper-Munro (BCM) rule](https://www.fabriziomusacchio.com/blog/2024-09-08-bcm_rule/)
For reproducibility:
```bash
conda create -n nest -y python=3.11
conda activate nest
conda install -c conda-forge -y mamba
mamba install -y ipykernel matplotlib numpy pandas nest-simulator
```
